Martin Wagner
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(125)
β
The Questioner
Conferences
MICCAI (2)
CVPR (1)
JMLR (1)
MIDL (1)
Top co-authors
Keywords
federated learning
(1)
reinforcement learning
(1)
vision transformer
(1)
multi-task learning
(1)
data augmentation
(1)
sharpness-aware minimization
(1)
image analysis
(1)
biomedical imaging
(1)
robot manipulation
(1)
data heterogeneity
(1)
proximal policy optimization
(1)
surgical robotics
(1)
masked autoencoder
(1)
deformable object manipulation
(1)
laparoscopic surgery
(1)
robot-assisted surgery
(1)
multi-stage pipeline
(1)
endoscopic image
(1)
benchmark competition
(1)
benchmarking competition
(1)
Papers
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections
MIDL 2026
Smarter Self-Distillation: Optimizing the Teacher for Surgical Video Applications
MICCAI 2025
T2GS: Comprehensive Reconstruction of Dynamic Surgical Scenes with Gaussian Splatting
MICCAI 2025
Why Is the Winner the Best?
CVPR 2023
LapGym - An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery
JMLR 2023